Super Data Science: ML & AI Podcast with Jon Krohn cover image

825: Data Contracts: The Key to Data Quality, with Chad Sanderson

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Navigating Data Contracts for Quality and Trust

This chapter explores the concept of data contracts as a crucial tool for ensuring data quality and governance amidst the complexities of modern data management. It draws parallels with service contracts in software engineering, emphasizing the importance of clear expectations between data producers and consumers. The discussion also highlights common misconceptions in companies regarding data quality and the role of semantic understanding in effective AI implementations.

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